Lizhen Shi

Assistant Professor - 9

Dr. Lizhen Shi joined Florida Poly in spring 2021 as an assistant professor in the Department of Data Science and Business Analytics. While pursuing her Ph.D. at Florida State University, she developed multiple novel bioinformatic tools for analyzing large scale genomic data sets. Her research focuses on applying state-of-the-art big data and machine learning technologies to address challenges existing in DNA sequence analysis. She also participated in multiple Kaggle competitions, where she gained extensive hands-on experience in data science and big data analytics in a wide range of fields.

  • Ph.D. in Computer Science, Florida State University, 2020
  • M.S. in Computer Science and Software Engineering, Auburn University, 2015
  • B.S. in Computer Science, North China Electric Power University, 2007
  • Big Data Analytics
  • Machine Learning
  • Computational Biology
  • Biomedical Informatics
  • Shi, L., Wang, Z., Yu, W., & Meng, X. (2017). A case study of tuning MapReduce for efficient Bioinformatics in the cloud. Parallel Computing61, 83-95.
  • Shi, L., Meng, X., Tseng, E., Mascagni, M., & Wang, Z. (2019). Sparc: scalable sequence clustering using apache spark. Bioinformatics35(5), 760-768.
  • Shi, L., & Chen, B. (2019). A Vector Representation of DNA Sequences Using Locality Sensitive Hashing. bioRxiv, 726729.
  • Shi, L., & Wang, Z. (2019). Computational Strategies for Scalable Genomics Analysis. Genes10(12), 1017.
  • Li, K., Lu, Y., Deng, L., Wang, L., Shi, L., & Wang, Z. (2020). Deconvolute individual genomes from metagenome sequences through short read clustering. PeerJ8, e8966.
  • Shi, L., & Chen, B. (2020). Comparison and Benchmark of Graph Clustering Algorithms. arXiv preprint arXiv:2005.04806.